{"id":"W4406454569","doi":"10.1016/s0967-0653(97)82041-8","title":"10.1016/s0967-0653(97)82041-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bacterioplankton; Tropical Atlantic; Eutrophication; Oceanography; Environmental science; Climatology; Geology; Ecology; Nutrient; Biology; Sea surface temperature; Phytoplankton","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001529437,0.003390199,0.002481286,0.003070701,0.002672744,0.004667488,0.004128456,0.006343585,0.9907161],"category_scores_gemma":[0.001961801,0.001274804,0.002021591,0.002835288,0.002450169,0.006853394,0.003731793,0.003372199,0.9933826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289135,"about_ca_system_score_gemma":0.00114638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713978,"about_ca_topic_score_gemma":0.002848842,"domain_scores_codex":[0.9992269,0.00005185057,0.00007302158,0.0002792471,0.0001957567,0.0001732465],"domain_scores_gemma":[0.9969988,0.0007222255,0.0002064826,0.00034556,0.000658326,0.001068691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004332755,0.0002557508,0.0007369136,0.0007598922,0.0000516467,0.000245956,0.0001167489,0.0004453284,0.002257892,0.005037095,0.356971,0.6326886],"study_design_scores_gemma":[0.00007377417,0.0001555589,0.000704448,0.0004538223,0.00001908179,0.0003904161,0.0001275231,0.0001996204,0.0003755841,0.0006419069,0.9968272,0.00003112679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004962182,0.0005314219,0.0008181069,0.0005371701,0.0004832265,0.0001447083,0.0008183651,0.001006502,0.9951643],"genre_scores_gemma":[0.0004701281,0.0002228992,0.0003355016,0.0002521507,0.00009344457,0.00006936731,0.0003476011,0.0001613241,0.9980477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0092839,"threshold_uncertainty_score":0.01324224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006311382485067928,"score_gpt":0.1693593526732549,"score_spread":0.163047970188187,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}